Radiology Report Generation Paper List

2021

NAACL 2021: Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation

Author: Yasuhide Miura, Yuhao Zhang, Emily Bao Tsai, Curtis P.Langlotz, Dan Jurafsky

NAACL 2021: Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States

Author: Litton J Kerisinkel, Ai Ti Aw, Nancy F.Chen

2020

EMNLP 2020: Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation

Author: Toru Nishino, Ryuji Kano, Ryota Ozaki, Norihisa Nakano, Tomoko Ohkuma, Yohei Momoki, Yuki Tagawa, Keigo Nakamura, Tomoki Taniguchi

EMNLP 2020: Learning to Generate Clinically Coherent Chest X-Ray Reports

Author: Justin Lovelace, Bobak Mortazavi

2019

ACL 2019: Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-ray Reports

Author: Baoyu Jing, Zeya Wang, Eric Xing

AAAI 2019: Knowledge-driven encode, retrieve, paraphrase for medical image report generation

Author: Christy Y. Li, Xiaodan Liang, Zhiting Hu, Eric P. Xing

BMVC 2019: Addressing data bias problems for chest x-ray image report generation

Author: Philipp Harzig, Yan-Ying Chen, Francine Chen, Rainer Lienhart

ICDM 2019: Automatic Generation of Medical Imaging Diagnostic Report with Hierarchical Recurrent Neural Network

Author: Changchang Yin, Buyue Qian, Jishang Wei, Xiaoyu Li, Xianli Zhang, Yang Li, Qinghua Zheng

Arxiv 2019: MIMIC-CXR-JPG, A LARGE PUBLICLY AVAILABLE DATABASE OF LABELED CHEST RADIOGRAPHS

Author: Alistair E. W. Johnson, Tom J. Pollard, Nathaniel R. Greenbaum, Matthew P. Lungren, Chih-ying Deng, Yifan Peng, Zhiyong Lu, Roger G. Mark, Seth J. Berkowitz, Steven Horng

2018

ACL 2018: On the automatic generation of medical imaging reports

Author: Baoyu Jing, Pengtao Xie, Eric Xing

NIPS 2018: Hybrid retrieval-generation reinforced agent for medical image report generation

Author: Christy Y. Li, Xiaodan Liang, Zhiting Hu, Eric P. Xing

2017

CVPR 2017: Mdnet: A semantically and visually interpretable medical image diagnosis network

Author: Zizhao Zhang, Yuanpu Xie, Fuyong Xing, Mason McGough, Lin Yang

CVPR 2017: Chestx-ray8: Hospital-scale chest x-ray database and benchmarks on weakly-supervised classification and localization of common thorax diseases

Author: Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, Ronald M. Summers

2016

CVPR 2016: Preparing a collection of radiology examinations for distribution and retrieval

Author: Hoo-Chang Shin, Kirk Roberts, Le Lu, Dina Demner-Fushman, Jianhua Yao, Ronald M Summers

JAMIA 2016: Preparing a collection of radiology examinations for distribution and retrieval

Author: Dina Demner-Fushman, Marc D Kohli, Marc B Rosenman, Sonya E Shooshan, Laritza Rodriguez, Sameer Antani, George R Thoma, Clement J McDonald